What is unsupervised learning used for?

Learning from data without labeled outputs

Which task would best suit unsupervised learning?

Customer grouping based on behavior

In supervised learning, what does the training data contain?

Labeled examples with correct outputs

What is deep learning?

A machine learning method using layered neural networks

Which of the following best defines Machine Learning?

A system that learns patterns from data without being explicitly programmed

What is supervised learning in machine learning?

A model trained on data that includes both inputs and correct outputs

What is Artificial Intelligence (AI)?

A computer's ability to perform tasks requiring human intelligence

What is reinforcement learning?

A system that learns by trial and error with rewards and penalties

Which application likely uses deep learning?

Facial recognition in smartphones

Which scenario uses reinforcement learning?

An AI learning to play chess by improving with each game

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Questions 10

Answers

1
What is unsupervised learning used for?
Identifying grammatical errors
Learning from data without labeled outputs
Running pre-written scripts
Translating text from one language to another
2
Which task would best suit unsupervised learning?
Email classification
Customer grouping based on behavior
Stock price prediction
Speech-to-text conversion
3
In supervised learning, what does the training data contain?
Labeled examples with correct outputs
Random text and images
Only numerical data
No outputs, only inputs
4
What is deep learning?
A system for storing large amounts of data
A method of repeating tasks multiple times
A simple decision tree-based algorithm
A machine learning method using layered neural networks
5
Which of the following best defines Machine Learning?
A way to program computers with fixed rules
A system that learns patterns from data without being explicitly programmed
A type of AI that uses only visual inputs
A method for compressing digital files
6
What is supervised learning in machine learning?
A model trained on data without correct answers
A robotic process that mimics supervision
A model trained on data that includes both inputs and correct outputs
A method where the system randomly guesses outcomes
7
What is Artificial Intelligence (AI)?
A tool that stores and organizes documents
A system that creates websites without human help
A human-like robot that can walk and talk
A computer's ability to perform tasks requiring human intelligence
8
What is reinforcement learning?
A method for sending repeated emails
A system that learns by trial and error with rewards and penalties
A system that memorizes input data
A technique used only for speech recognition
9
Which application likely uses deep learning?
Text formatting tools
A standard calculator
Facial recognition in smartphones
Saving files on cloud
10
Which scenario uses reinforcement learning?
A spam filter that blocks junk mail
An AI learning to play chess by improving with each game
A chatbot giving fixed responses
A quiz scoring app based on total answers

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